Annotation with ggplot2

Annotation is a key step in data visualization. It allows to highlight the main message of the chart, turning a messy figure in an insightful medium. ggplot2 offers many function for this purpose, allowing to add all sorts of text and shapes.

Annotate with geom_text

geom_text() allows to add annotation to one, several or all markers of your chart.

Annotate with geom_label

Very close to geom_text, geom_label produces a label wrapped in a rectangle. This example also explains how to apply labels to a selection of markers.

Rectangle

Learn how to use the annotate function to add a rectangle on a specific part of the chart.

Segment

How to add one or several segments to the chart.

Arrow

Basically the same as for a segment, with just one additional argument.

Abline

Add horizontal or vertical ablines with geom_hline and geom_vline.

Curved arrows

Dicover how to draw curved arrows in ggplot

Marginal plot

Marginal plots are not natively supported by ggplot2, but their realisation is straightforward thanks to the ggExtra library as illustrated in graph #277.

Scatterplot with rug

Add rug on X and Y axis to describe the numeric variable distribution. Show how geom_rug() works.

Marginal distribution

Add marginal distribution around your scatterplot with ggExtra and the ggMarginal function.

Marginal boxplot

Using boxplots is another way to show the marginal distribution. Find more in this post.

ggplot2 chart appearance

The theme() function of ggplot2 allows to customize the chart appearance. It controls 3 main types of components:

Axis: controls the title, label, line and ticks
Background: controls the background color and the major and minor grid lines
Legend: controls position, text, symbols and more.

Axis

Customize ggplot2 axis: title, line, labels and ticks.

Background

Customize ggplot2 background: color, major and minor grid lines.

Legend

Customize ggplot2 legend: position, title, text, key symbol and more.

Tidyverse

Here’s the official ggplot2 cheatsheet created by Posit. It covers all the key concepts of the library.

I've also compiled it with the most useful R and data visualization cheatsheets into a single PDF you can download:

ggplot2

A cheatsheet for quickly recalling the key functions and arguments of the ggplot2 library.

Biyak 2022 Sub Indo ~repack~ -

What is Biyak (2022)?

Biyak is a 2022 Indonesian horror thriller film directed by Rizal Mantovani, known for works like Kuntilanak and Suzzanna: Bernapas dalam Kubur. The film stars Aghniny Haque, Djenar Maesa Ayu, Ibrahim Risyad, and Ruth Marini.

Unlike typical jump-scare-heavy Indonesian horror, Biyak leans into folk horror, psychological dread, and body horror, drawing from real-life mythical beliefs in certain Javanese and Sundanese communities.

Kesimpulan: Apakah Biyak 2022 Layak Diburu?

Jawabannya: Sangat layak, namun dengan catatan. Jika Anda adalah penggemar film seperti A Tale of Two Sisters, No Mercy (2010), atau Bring Me Home, maka Biyak akan menjadi santapan istimewa. Film ini tidak memberikan happy ending yang jelas, justru meninggalkan pertanyaan filosofis: Apakah trauma bisa dipindahkan dari satu tubuh ke tubuh lain melalui sugesti verbal?

Namun, jika Anda terbiasa dengan thriller cepat dan eksplisit ala The Villainess atau Man from Nowhere, Anda mungkin akan merasa Biyak terlalu lambat di babak pertama.

Untuk penggemar setia K-thriller, terus pantau platform legal dan dukung distributor lokal agar film seperti Biyak 2022 segera hadir dengan subtitle Indonesia resmi. Sambil menunggu, bergabunglah dengan forum K-indi film sub Indo di Discord atau Facebook—namun tetap utamakan keselamatan digital dan jangan mengunduh dari sumber tidak jelas.

Terakhir, jangan lupa: "Biyak" bukan film horor hantaman, melainkan horor realita. Selamat menonton (dengan bijak)!

Artikel ini diperbarui pada April 2025. Informasi mengenai platform streaming dapat berubah sewaktu-waktu.

is a 2022 Philippine drama film directed by Joel Lamangan and written by Troy Espiritu. The title "Biyak" translates to "Split" or "Broken," reflecting the movie's themes of fractured family bonds and societal struggles. Core Storyline The film follows

(played by Angelica Cervania), who is searching for her biological mother. Her journey leads her to reconnect with her mother and her half-sister,

(played by Albie Casiño). However, the reunion is far from a happy homecoming; both sisters find themselves trapped in a world revolving around drug addiction sexual abuse biyak 2022 sub indo

. The narrative explores their shared trauma and their attempt to find common ground amidst their desperate circumstances. Production & Cast Joel Lamangan Troy Espiritu Main Cast: Angelica Cervania Albie Casiño as Samantha (and other key roles) Vince Rillon Quinn Carrillo Content Warnings This film is intended for mature audiences only . According to the Biyak (2022) Parents Guide on IMDb , the movie includes: Sex & Nudity: Graphic sex scenes and female topless nudity.

Depictions of physical abuse and the harsh realities of the drug trade. Substances: Heavy focus on drug use and addiction.

Intense scenes involving incestuous undertones, betrayal, and trauma. Watching with Subtitles (Sub Indo)

To watch "Biyak" with Indonesian subtitles (Sub Indo), you can typically find it on the official streaming platform for Filipino content:

This is the primary digital platform where the film was released. It often provides multiple subtitle options, including Indonesian for regional viewers. Official Sources:

It is recommended to use official apps or sites to ensure high-quality video and accurate translations. critical reception of the film? Parents guide - Biyak (2022) - IMDb

The movie Biyak (2022) is a Filipino drama-thriller directed by Joel Lamangan that explores heavy themes of family trauma, drugs, and sexual abuse. It is officially available for streaming on platforms like Amazon Prime Video and Vivamax, where you can find Indonesian (Sub Indo) or English subtitles. 🎬 Movie Synopsis

The story follows two sisters, Violet and Samantha, who were separated at a young age after Violet was given up for adoption.

Violet (Angelica Cervantes): Despite growing up in a wealthy family, she suffers continuous sexual abuse from her adoptive father. What is Biyak (2022)

Samantha (Quinn Carillo): A tough woman who grew up in the slums, previously a drug courier but now serving as a police asset.

The two sisters eventually reconnect and find a dark common ground as their lives collide through the worlds of illegal drugs and systemic abuse. Together, they seek justice and a chance at a peaceful life. 👥 Cast and Crew Director: Joel Lamangan Angelica Cervantes as Violet Quinn Carrillo as Samantha Albie Casiño as Erwin (a police officer) Vance Larena as William (Violet's boyfriend) Melissa Mendez as Dina Content Warning This film is rated 18+ due to:

Graphic Sex and Nudity: It is part of the Vivamax "sexy thriller" genre and contains multiple explicit scenes. Violence: Themes of physical and sexual abuse.

Substance Use: Significant focus on the drug trade and addiction. Parents guide - Biyak (2022) - IMDb

Biyak * Sex & Nudity. Add an item. Mild. 4 of 7 found this mild Vote. Contains Nudity and several graphic sex scenes. * Violence & IMDb Biyak (2022) - IMDb

Quinn Carrillo and Angelica Cervantes in Biyak (2022). Violet reconnects with her biological mother and her half-sister, Samantha. IMDb

Ulasan Kritikus dan Penonton Indonesia

Meski sulit diakses, mereka yang berhasil menonton "Biyak 2022 sub indo" meninggalkan kesan beragam:

"Film ini bikin kepala pusing bukan karena alur mundur maju, tapi karena sampai 30 menit terakhir gua masih nggak yakin mana yang halusinasi mana yang nyata. Ini belum bisa ngalahin Oldboy, tapi buat film indie, ini gila banget." — @Rizal_filmjunkie (Twitter)

"Sayang banget distribusinya sangat buruk. Biyak punya akting terbaik Kim Young-kwang. Sayang 1000x lipat daripada drama romantisnya di 'Call It Love'. Tapi subtitle Indonesia yang beredar di Telegram banyak yang salah arti sehingga twist utamanya jadi ketahuan dari awal." — Review di Letterboxd oleh user Mochi_JKT Kesimpulan: Apakah Biyak 2022 Layak Diburu

3. How to Add Sub Indo if Already Have the Movie

Download the .srt file.
Rename it exactly like the video file (e.g., Biyak.2022.mp4 + Biyak.2022.srt).
Play with VLC or any media player → subs will appear automatically.

Tempat Nonton Biyak 2022 Sub Indo Legal

Sebagai penulis yang bertanggung jawab, saya harus mengingatkan bahwa banyak situs penyedia Biyak 2022 Sub Indo ilegal berbahaya karena mengandung malware atau iklan pop-up berlebihan. Berikut adalah cara legal menonton film ini:

Vivamax (Platform resmi): Biyak adalah film orisinal Vivamax, platform streaming asal Filipina yang fokus pada konten dewasa. Untuk menonton dengan subtitle Indonesia, Anda perlu berlangganan Vivamax (sekitar Rp 40.000 - 60.000 per bulan). Vivamax resmi beroperasi di Indonesia, sehingga subtitle Indonesia tersedia secara resmi.
iWantTFC: Kadang kala film ini muncul di platform milik ABS-CBN, hanya saja biasanya tanpa versi uncut.
KlikFilm atau Mola TV: Kedua platform ini sesekali membeli lisensi film Vivamax, termasuk Biyak, namun Anda perlu mengecek katalog terbaru.

Peringatan Keras: Hindari menonton di situs bajakan dengan mengetik "Biyak 2022 Sub Indo Full Movie" di Google. Situs-situs tersebut tidak hanya melanggar hak cipta, tetapi juga sering menyisipkan virus.

Panduan untuk Menyaksikan Biyak 2022 (Spoiler-Free Tips)

Agar pengalaman menonton Anda maksimal saat akhirnya mendapatkan akses ke Biyak 2022 sub indo:

Jangan baca komentar di bawah video YouTube yang membahas film ini. Tidak sedikit kanal yang memasang spoiler di thumbnail.
Siapkan kertas dan pulpen. Film ini memiliki 6 karakter kunci dengan dua nama alias masing-masing. Catat setiap kali ada nama baru.
Tonton sendirian di malam hari karena film ini banyak menggunakan infrasound (frekuensi rendah yang membuat cemas) yang hanya efektif di ruangan sunyi.
Abaikan trailer. Trailer resmi Biyak sangat menyesatkan dengan memperlihatkan adegan lompatan yang sebenarnya hanya terjadi dalam 2 menit terakhir.

Alternatif Film Mirip Biyak (Jika Anda Suka)

Jika Anda sudah menonton Biyak dan mencari film serupa dengan subtitle Indonesia, berikut rekomendasinya:

Pamasahe (2022) – Juga dari Vivamax, mengisahkan tentang pilot yang jatuh cinta pada PSK, dibalut misteri.
Kulam (2021) – Lebih fokus ke ritual santet murni tanpa unsur prostitusi.
Sekawan (2023) – Horor komedi Indonesia yang juga mengangkat tema larangan gaib di tanah sengketa.

Sinopsis Biyak (2022) – Waspada Spoiler!

Cerita berpusat pada Froilan (Joko Diaz), seorang duda yang kembali ke kampung halamannya setelah bertahun-tahun merantau. Ia tinggal bersama anak perempuannya yang masih remaja, Mila. Untuk memenuhi kebutuhan hidup, Froilan nekat membuka rumah bordil kecil-kecilan di desa terpencil. Namun, bisnis haram ini membawa malapetaka.

Beberapa wanita penghuni rumah bordil mulai menghilang satu per satu dalam keadaan misterius. Warga setempat mengaitkan hilangnya mereka dengan sesosok hantu perempuan berambut panjang yang dikenal sebagai Biyak. Mila, yang memiliki indra keenam, mulai melihat penampakan tersebut. Ia percaya bahwa roh jahat itu bukan sekadar hantu biasa, melainkan korban dari praktik Kulam yang salah sasaran.

Konflik memuncak ketika Froilan dan Mila harus berhadapan dengan engkanto (makhluk halus) yang menguasai tanah tempat rumah bordil itu berdiri. Film ini berakhir dengan twist yang mengejutkan: ternyata Biyak adalah jelmaan dari dendam masa lalu Froilan sendiri yang gagal ia atasi.

Perbandingan dengan Film Thriller Korea Lainnya

| Aspek | Biyak (2022) | Forgotten (2017) | The Call (2020) | | --- | --- | --- | --- | | Subgenre | Psikologis + Medikal | Misteri identitas | Time-slip thriller | | Plot twist | 3 twist berbeda di akhir | 1 twist besar di tengah | 2 twist simetris | | Penggunaan setting | Rumah sakit jiwa | Rumah keluarga | Rumah + telepon | | Ketersediaan Sub Indo | Sulit (hanya fansub) | Mudah (Netflix) | Mudah (Netflix) |

Biyak lebih mirip dengan The Wailing dalam hal atmosfer menyesakkan, namun tanpa unsur supranatural.